The Patch-wise similarities are then averaged over the image [1]}, [2]}. Note that an alternative, computationally efficient variant of \(\operatorname{NCC}\)  is sometimes used in image registration [3]}. If annotations are available, these unsupervised similarity measures can be extended by a supervised component to measure both intensity differences and the alignment of annotated label maps [4]}.
